2026
Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
ICLR 2026poster
Multi-Resolution Hash Encoding (MHE), the foundational technique behind Instant Neural Graphics Primitives, provides a powerful parameterization for neural fields. However, its spatial behavior lacks rigorous understanding from a physical systems perspective, leading to reliance on heuristics for hy…